NearestNeighbors.jl

NearestNeighbors.jl

Category: SDKs & Libraries
Tags: ann, julia, vector-search
Source: https://github.com/KristofferC/NearestNeighbors.jl

Description

NearestNeighbors.jl is a Julia package providing high-performance nearest neighbor data structures and algorithms for high-dimensional vector data, including KDTree and BallTree implementations.

Features

• High-performance nearest neighbor search for vector data
• Support for high-dimensional spaces
• KDTree index structure
• BallTree index structure
• Implementations of nearest neighbor search algorithms built on these trees
• Example scripts and usage patterns (via examples/ directory)
• Benchmarking setup for performance evaluation (via benchmark/ directory)
• Test suite for reliability and correctness (via test/ directory)

Technical Details

• Implemented in Julia
• Distributed as a Julia package (Project.toml based)
• Open-source with a LICENSE file included in the repository

Pricing

• Not specified; the project is open-source on GitHub (license details are in LICENSE.md).